neurobehavior and brain connectivity in post covid-19 patients

Conditions: Post-COVID Syndrome

Summary: covid-19 neurological effects can generate long-term neurobehavioral dysfunction. our main objective is to examine the impact of covid-19 on neurobehavior and its relationship with illness severity. besides, we aim to study structural and functional brain connectivity in a subsample of middle-aged post-covid-19 individuals. finally, we aim to develop predictive models of neurobehavioural evolution in post-covid-19 based on multimodal data.

nautilus is an observational, cross-sectional, and multicenter study. it will be performed at 22 public hospitals. two groups of covid-19 adults (severe n=210, moderate-mild n=210, who criteria) reporting cognitive complaints will compare to healthy controls (n=210). they will be assessed on neurobehavioral status. we will perform brain mri in a subsample (n=120, 40 per group), and we will obtain potential biomarkers of neural damage (smell function, retinal blood plexuses integrity, and inflammation). moreover, we will use machine learning-based algorithms based on demographics, previous pathologies, lifestyle, clinical data, and biomarkers to predict neurobehavioral models. expected results: identify the neurobehavioral impact of post-covid-19 individuals and the discriminative power of multimodal biomarkers in adverse outcomes. our result would help develop clinically useful models to predict the neurobehavioral impact to develop future personalized and preventive intervention strategies.

Eligibility criteria:
pcs from severe covid-19 group inclusion criteria: * confirmed diagnosis of covid-19 according to who interim with signs and symptoms of the severe disease during the acute phase * presence of cognitive complaints after covid-19 diagnosis * participants have to be discharged from the hospital at least three months before inclusion * accept to take part in the study and sign the informed consent according to the declaration of helsinki exclusion criteria: * participants have symptoms of delirium according to delirium rating scale-revised 98 * established diagnosis before covid-19 disease of psychiatric, neurological, neurodevelopmental disorder or systemic pathologies are known to cause cognitive deficits * motor or sensory alterations that impede the neuropsychological examination * participants with a metal prosthesis (for mri studies) * subjects suffering from claustrophobia or requiring sedation due to high anxiety (for mri studies) pcs from mild covid-19 group * confirmed diagnosis of mild covid-19 according to who interim * presence of cognitive complaints after covid-19 diagnosis * participants have to be diagnosed with covid-19 at least three months before inclusion * accept to take part in the study and sign the informed consent according to the declaration of helsinki exclusion criteria: * established diagnosis before covid-19 disease of psychiatric, neurological, neurodevelopmental disorder or systemic pathologies are known to cause cognitive deficits * motor or sensory alterations that impede the neuropsychological examination * participants with a metal prosthesis (for mri studies) * subjects suffering from claustrophobia or requiring sedation due to high anxiety (for mri studies) healthy adult control group inclusion criteria: * healthy people who have not had covid-19 * accept to take part in the study and sign the informed consent according to the declaration of helsinki exclusion criteria: * the same as covid-19 groups

Keywords: covid-10 cognition mental health neuroimage machine learning